Record, CLM, bronze and silver
CLM-405228
Received 2026-06-13T06:21:26Z, line 3,464 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Heather | Heather | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Wills | Wills | Unchanged |
| Date of birth | 1980-05-01 | 1980-05-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-17983-75 | UHC-17983-75 | Unchanged |
| SSN | null | — | Cleared |
| Phone | +1 290 727 3339 | 2907273339 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | ·null | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | - | — | Cleared |
| Group | GRP-6535 | GRP-6535 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- heather|wills
- Address key
- —
- Canonical first
- heather
Quality flags
3 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-52292 | 0.99 | Scored | — | Auto-linked |
| CLM-405229 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405227 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029110
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Heather Willis, 1980-05-01, 4 records, Verified
Evidence
Matched against TPA-52292
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically3cfc187f8b2026-10-22 12:43:54, scoring_agentidentity id MBR-029110, confidence 0.992, method probabilistic, matched record TPA-52292, policy version 1
- Record linked automatically26558b6f1b2026-10-19 19:54:38, scoring_agentidentity id MBR-029110, confidence 0.992, method probabilistic, matched record TPA-52292, policy version 1
- Record linked automatically54982e77b52026-10-19 19:52:09, scoring_agentidentity id MBR-029110, confidence 0.992, method probabilistic, matched record TPA-52292, policy version 1
- Record linked automaticallyd5309fdb872026-10-19 19:45:42, scoring_agentidentity id MBR-029110, confidence 0.992, method probabilistic, matched record TPA-52292, policy version 1
- Record linked automaticallya88424dab42026-10-19 19:32:31, scoring_agentidentity id MBR-029110, confidence 0.992, method probabilistic, matched record TPA-52292, policy version 1
- Record linked automaticallyc8548915052026-10-19 19:31:28, matching_agentidentity id MBR-015169, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-106848